Copertina

RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Chest X-ray with Zero-Shot Multi-Task Capability

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Park, Jonggwon, Yoon, Byungmu, Kim, Soobum, Choi, Kyoyun
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition Computation and Language Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation
di: Park, Jonggwon, et al.
Pubblicazione: (2024)

RA-RRG: Multimodal Retrieval-Augmented Radiology Report Generation with Key Phrase Extraction
di: Park, Jonggwon, et al.
Pubblicazione: (2025)

CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification
di: Dong, Hexin, et al.
Pubblicazione: (2026)

Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment
di: Wu, Zhaofeng, et al.
Pubblicazione: (2024)

CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification
di: Lai, Haoran, et al.
Pubblicazione: (2024)

Handling Supervision Scarcity in Chest X-ray Classification: Long-Tailed and Zero-Shot Learning
di: Pham, Ha-Hieu, et al.
Pubblicazione: (2026)

RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows
di: Zhang, Kai, et al.
Pubblicazione: (2025)

CXR-LT 2026 Challenge: Projection-Aware Multi-Label and Zero-Shot Chest X-Ray Classification
di: Cho, Juno, et al.
Pubblicazione: (2026)

Overview of the CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification
di: Dong, Hexin, et al.
Pubblicazione: (2026)

XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays
di: Rahman, Umaima, et al.
Pubblicazione: (2024)

GranAlign: Granularity-Aware Alignment Framework for Zero-Shot Video Moment Retrieval
di: Jeon, Mingyu, et al.
Pubblicazione: (2026)

Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset
di: Choi, Geon, et al.
Pubblicazione: (2025)

Q-Align: Alleviating Attention Leakage in Zero-Shot Appearance Transfer via Query-Query Alignment
di: Kim, Namu, et al.
Pubblicazione: (2025)

RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis
di: Zhang, Xiaoman, et al.
Pubblicazione: (2024)

CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment
di: Javed, Sajid, et al.
Pubblicazione: (2024)

Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator
di: Shin, Chaehun, et al.
Pubblicazione: (2024)

Exploring the Zero-Shot Capabilities of Vision-Language Models for Improving Gaze Following
di: Gupta, Anshul, et al.
Pubblicazione: (2024)

Vision-Language Generative Model for View-Specific Chest X-ray Generation
di: Lee, Hyungyung, et al.
Pubblicazione: (2023)

OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation
di: Kim, Kwanyoung, et al.
Pubblicazione: (2024)

Parallel-SFT: Improving Zero-Shot Cross-Programming-Language Transfer for Code RL
di: Wu, Zhaofeng, et al.
Pubblicazione: (2026)

Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays using Self-Supervised Learning
di: Capellán-Martín, Daniel, et al.
Pubblicazione: (2024)

Utility of Multimodal Large Language Models in Analyzing Chest X-ray with Incomplete Contextual Information
di: Kim, Choonghan, et al.
Pubblicazione: (2024)

MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity
di: Choi, Kanghyun, et al.
Pubblicazione: (2024)

Lunguage: A Benchmark for Structured and Sequential Chest X-ray Interpretation
di: Moon, Jong Hak, et al.
Pubblicazione: (2025)

Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning
di: Han, Janghoon, et al.
Pubblicazione: (2024)

Zero-Shot Wildlife Sorting Using Vision Transformers: Evaluating Clustering and Continuous Similarity Ordering
di: Markoff, Hugo, et al.
Pubblicazione: (2025)

CAMS: Towards Compositional Zero-Shot Learning via Gated Cross-Attention and Multi-Space Disentanglement
di: Yang, Pan, et al.
Pubblicazione: (2025)

DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification
di: Mohamed, Youssef, et al.
Pubblicazione: (2025)

ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue
di: Li, Zhangpu, et al.
Pubblicazione: (2024)

OV-MAP : Open-Vocabulary Zero-Shot 3D Instance Segmentation Map for Robots
di: Kim, Juno, et al.
Pubblicazione: (2025)

Exploring Vision-Language Models for Online Signature Verification: A Zero-Shot Capability Study
di: Robledo-Moreno, Marta, et al.
Pubblicazione: (2026)

CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-rays
di: Lee, Hyungyung, et al.
Pubblicazione: (2025)

PACA: Perspective-Aware Cross-Attention Representation for Zero-Shot Scene Rearrangement
di: Jin, Shutong, et al.
Pubblicazione: (2024)

Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
di: Li, Yunheng, et al.
Pubblicazione: (2024)

Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization
di: Deng, Hanqiu, et al.
Pubblicazione: (2023)

Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings
di: Lian, Chenyu, et al.
Pubblicazione: (2026)

ProtoCLIP: Prototype-Aligned Latent Refinement for Robust Zero-Shot Chest X-Ray Classification
di: Kittler, Florian, et al.
Pubblicazione: (2026)

Data Alignment for Zero-Shot Concept Generation in Dermatology AI
di: Gadgil, Soham, et al.
Pubblicazione: (2024)

Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays
di: Cho, Yeongjae, et al.
Pubblicazione: (2024)

Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning
di: Huang, Siteng, et al.
Pubblicazione: (2023)